{ "analysis": { "AAVE/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.525, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.459, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.467, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0062, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.544, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "AAVE/USDT", "labels_mean": { "&s-entry_signal": 0.5250255362614913, "&s-exit_signal": 0.4586312563840654, "&s-future_volatility": 0.4670071501532176, "&-optimal_trailing_stop": 0.006210674725684835, "&s-stoploss_risk": 0.5444330949948928 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769214540", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AAVE_1769214540" } }, "ADA/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.56, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.401, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.399, "status": "✓ 可接受", "balance": "不平衡" }, "&-optimal_trailing_stop": { "mean": 0.0063, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.549, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "ADA/USDT", "labels_mean": { "&s-entry_signal": 0.5603677221654749, "&s-exit_signal": 0.4008171603677222, "&s-future_volatility": 0.3989785495403473, "&-optimal_trailing_stop": 0.006335654344352723, "&s-stoploss_risk": 0.5491317671092952 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769273934", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ADA_1769273934" } }, "ATOM/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.421, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.41, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.437, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0067, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.572, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "ATOM/USDT", "labels_mean": { "&s-entry_signal": 0.42063329928498466, "&s-exit_signal": 0.409805924412666, "&s-future_volatility": 0.436976506639428, "&-optimal_trailing_stop": 0.006705935601334888, "&s-stoploss_risk": 0.5722165474974463 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769125128", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ATOM_1769125128" } }, "AVAX/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.487, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.597, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.399, "status": "✓ 可接受", "balance": "不平衡" }, "&-optimal_trailing_stop": { "mean": 0.0058, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.471, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "AVAX/USDT", "labels_mean": { "&s-entry_signal": 0.4873314262362076, "&s-exit_signal": 0.596648957907642, "&s-future_volatility": 0.3992644053943604, "&-optimal_trailing_stop": 0.005754984774674629, "&s-stoploss_risk": 0.47057621577441766 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769274147", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-AVAX_1769274147" } }, "BARD/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.551, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.555, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.406, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0116, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.958, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "BARD/USDT", "labels_mean": { "&s-entry_signal": 0.550561797752809, "&s-exit_signal": 0.5548518896833503, "&s-future_volatility": 0.4063329928498468, "&-optimal_trailing_stop": 0.011594538065195814, "&s-stoploss_risk": 0.9575076608784474 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769275338", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BARD_1769275338" } }, "BCH/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.494, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.472, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.424, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.005, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.392, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "BCH/USDT", "labels_mean": { "&s-entry_signal": 0.493963576836505, "&s-exit_signal": 0.4716595048086761, "&s-future_volatility": 0.42377736852874975, "&-optimal_trailing_stop": 0.005023845629997715, "&s-stoploss_risk": 0.392060568856149 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769275004", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BCH_1769275004" } }, "BETH/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.393, "status": "✓ 可接受", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.393, "status": "✓ 可接受", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.399, "status": "✓ 可接受", "balance": "不平衡" }, "&-optimal_trailing_stop": { "mean": 0.0035, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.233, "status": "⚠️ 正样本过少", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "BETH/USDT", "labels_mean": { "&s-entry_signal": 0.39263937282229966, "&s-exit_signal": 0.39263937282229966, "&s-future_volatility": 0.3989547038327526, "&-optimal_trailing_stop": 0.003518305807967407, "&s-stoploss_risk": 0.23301393728222997 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1768949155", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BETH_1768949155" } }, "BIO/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.271, "status": "⚠️ 正样本过少", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.413, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.489, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0075, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.48, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "BIO/USDT", "labels_mean": { "&s-entry_signal": 0.27088866189989785, "&s-exit_signal": 0.4128702757916241, "&s-future_volatility": 0.4888661899897855, "&-optimal_trailing_stop": 0.007474090597899455, "&s-stoploss_risk": 0.4804902962206333 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1768807959", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BIO_1768807959" } }, "BNB/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.395, "status": "✓ 可接受", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.37, "status": "✓ 可接受", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.59, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0038, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.221, "status": "⚠️ 正样本过少", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "BNB/USDT", "labels_mean": { "&s-entry_signal": 0.3948927477017365, "&s-exit_signal": 0.36996935648621043, "&s-future_volatility": 0.5903983656792645, "&-optimal_trailing_stop": 0.003846513733368619, "&s-stoploss_risk": 0.22145045965270685 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769275515", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BNB_1769275515" } }, "BTC/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.315, "status": "⚠️ 正样本过少", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.343, "status": "⚠️ 正样本过少", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.452, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0038, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.2, "status": "⚠️ 正样本过少", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "BTC/USDT", "labels_mean": { "&s-entry_signal": 0.31507968941561093, "&s-exit_signal": 0.3426644871270944, "&s-future_volatility": 0.4519820187985288, "&-optimal_trailing_stop": 0.003767200066196531, "&s-stoploss_risk": 0.20044953003677973 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769275651", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-BTC_1769275651" } }, "CHZ/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.523, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.546, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.599, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0116, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 1.032, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "CHZ/USDT", "labels_mean": { "&s-entry_signal": 0.5230894973436861, "&s-exit_signal": 0.5457703310175726, "&s-future_volatility": 0.5988966080915407, "&-optimal_trailing_stop": 0.011560542757009934, "&s-stoploss_risk": 1.0320800980792808 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769275807", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CHZ_1769275807" } }, "CORE/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.607, "status": "✓ 可接受", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.503, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.572, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0082, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.753, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "CORE/USDT", "labels_mean": { "&s-entry_signal": 0.6073544433094995, "&s-exit_signal": 0.503370786516854, "&s-future_volatility": 0.5722165474974463, "&-optimal_trailing_stop": 0.008209699584938808, "&s-stoploss_risk": 0.7526046986721144 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769208647", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CORE_1769208647" } }, "CRO/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.399, "status": "✓ 可接受", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.415, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.403, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0046, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.353, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "CRO/USDT", "labels_mean": { "&s-entry_signal": 0.39865003068112087, "&s-exit_signal": 0.41521783595827366, "&s-future_volatility": 0.4027408467989364, "&-optimal_trailing_stop": 0.004564941803030084, "&s-stoploss_risk": 0.3526283493556965 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769035585", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CRO_1769035585" } }, "CRV/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.561, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.58, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.453, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0074, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.679, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "CRV/USDT", "labels_mean": { "&s-entry_signal": 0.5611848825331971, "&s-exit_signal": 0.5795709908069459, "&s-future_volatility": 0.4533197139938713, "&-optimal_trailing_stop": 0.0073927695602945005, "&s-stoploss_risk": 0.678855975485189 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769211615", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-CRV_1769211615" } }, "DAI/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.0, "status": "⚠️ 正样本过少", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.0, "status": "⚠️ 正样本过少", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.4, "status": "✓ 可接受", "balance": "不平衡" }, "&-optimal_trailing_stop": { "mean": 0.0021, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.0, "status": "⚠️ 正样本过少", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "DAI/USDT", "labels_mean": { "&s-entry_signal": 0.0, "&s-exit_signal": 0.0, "&s-future_volatility": 0.3998180577666591, "&-optimal_trailing_stop": 0.0020602881723479597, "&s-stoploss_risk": 0.0 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769038498", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DAI_1769038498" } }, "DOGE/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.479, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.46, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.404, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0057, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.463, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "DOGE/USDT", "labels_mean": { "&s-entry_signal": 0.4790602655771195, "&s-exit_signal": 0.4602655771195097, "&s-future_volatility": 0.4044943820224719, "&-optimal_trailing_stop": 0.005693888729535443, "&s-stoploss_risk": 0.4633299284984678 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769275972", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOGE_1769275972" } }, "DOT/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.516, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.445, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.581, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0071, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.627, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "DOT/USDT", "labels_mean": { "&s-entry_signal": 0.5159378831221905, "&s-exit_signal": 0.4446260727421332, "&s-future_volatility": 0.5811197384552513, "&-optimal_trailing_stop": 0.007061220871720237, "&s-stoploss_risk": 0.6270944013077238 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769276170", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-DOT_1769276170" } }, "ETC/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.581, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.443, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.437, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0051, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.482, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "ETC/USDT", "labels_mean": { "&s-entry_signal": 0.5812053115423902, "&s-exit_signal": 0.4433094994892748, "&s-future_volatility": 0.436976506639428, "&-optimal_trailing_stop": 0.005070900929302312, "&s-stoploss_risk": 0.4821246169560776 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769211421", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETC_1769211421" } }, "ETH/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.439, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.473, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.462, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0052, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.376, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "ETH/USDT", "labels_mean": { "&s-entry_signal": 0.43910911319983653, "&s-exit_signal": 0.4728238659583163, "&s-future_volatility": 0.46178994687372293, "&-optimal_trailing_stop": 0.0051674520083067384, "&s-stoploss_risk": 0.3757662443808745 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769276354", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ETH_1769276354" } }, "FIL/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.597, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.61, "status": "✓ 可接受", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.465, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0081, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.724, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "FIL/USDT", "labels_mean": { "&s-entry_signal": 0.5971399387129724, "&s-exit_signal": 0.6100102145045966, "&s-future_volatility": 0.4647599591419816, "&-optimal_trailing_stop": 0.008127399974571408, "&s-stoploss_risk": 0.723799795709908 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769274799", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-FIL_1769274799" } }, "ICP/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.552, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.542, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.403, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0129, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 1.07, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "ICP/USDT", "labels_mean": { "&s-entry_signal": 0.5521046178994687, "&s-exit_signal": 0.5420923579893747, "&s-future_volatility": 0.40294237842255826, "&-optimal_trailing_stop": 0.01285756597391387, "&s-stoploss_risk": 1.0702901512055578 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769273685", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ICP_1769273685" } }, "IP/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.574, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.594, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.405, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0178, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 1.393, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "IP/USDT", "labels_mean": { "&s-entry_signal": 0.5736465781409602, "&s-exit_signal": 0.5936670071501532, "&s-future_volatility": 0.404902962206333, "&-optimal_trailing_stop": 0.017774415105929326, "&s-stoploss_risk": 1.3930541368743616 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769275190", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-IP_1769275190" } }, "KAITO/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.4, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.503, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.479, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0104, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.956, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "KAITO/USDT", "labels_mean": { "&s-entry_signal": 0.40020429009193054, "&s-exit_signal": 0.5031664964249234, "&s-future_volatility": 0.4794688457609806, "&-optimal_trailing_stop": 0.010368516271472988, "&s-stoploss_risk": 0.9564862104187947 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769276508", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-KAITO_1769276508" } }, "LINEA/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.402, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.408, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.415, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0082, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.756, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "LINEA/USDT", "labels_mean": { "&s-entry_signal": 0.40171638741315896, "&s-exit_signal": 0.4078463424601553, "&s-future_volatility": 0.414997956681651, "&-optimal_trailing_stop": 0.008236106739304753, "&s-stoploss_risk": 0.7556191254597466 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769273489", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LINEA_1769273489" } }, "LINK/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.53, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.556, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.433, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0053, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.412, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "LINK/USDT", "labels_mean": { "&s-entry_signal": 0.530036779730282, "&s-exit_signal": 0.5557825909276666, "&s-future_volatility": 0.43338782182263996, "&-optimal_trailing_stop": 0.005276116681033303, "&s-stoploss_risk": 0.411728647323253 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769276754", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LINK_1769276754" } }, "LTC/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.594, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.587, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.585, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0065, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.571, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "LTC/USDT", "labels_mean": { "&s-entry_signal": 0.5944841675178754, "&s-exit_signal": 0.587129724208376, "&s-future_volatility": 0.585291113381001, "&-optimal_trailing_stop": 0.006514514881640116, "&s-stoploss_risk": 0.5709908069458631 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769276952", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-LTC_1769276952" } }, "MASK/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.584, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.437, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.581, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0066, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.627, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "MASK/USDT", "labels_mean": { "&s-entry_signal": 0.5842029875179047, "&s-exit_signal": 0.4366687129118068, "&s-future_volatility": 0.5813382443216697, "&-optimal_trailing_stop": 0.006570935938265804, "&s-stoploss_risk": 0.6267648864333947 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769277172", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-MASK_1769277172" } }, "NEAR/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.295, "status": "⚠️ 正样本过少", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.671, "status": "⚠️ 正样本过多", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.998, "status": "⚠️ 正样本过多", "balance": "不平衡" }, "&-optimal_trailing_stop": { "mean": 0.0069, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.374, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "NEAR/USDT", "labels_mean": { "&s-entry_signal": 0.29499489274770174, "&s-exit_signal": 0.6708886618998978, "&s-future_volatility": 0.9977528089887641, "&-optimal_trailing_stop": 0.006919196448364287, "&s-stoploss_risk": 0.3740551583248212 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1768813872", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-NEAR_1768813872" } }, "ONDO/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.595, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.594, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.59, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0071, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.676, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "ONDO/USDT", "labels_mean": { "&s-entry_signal": 0.5954229668982427, "&s-exit_signal": 0.5941969758888435, "&s-future_volatility": 0.589906007355946, "&-optimal_trailing_stop": 0.007096762785326173, "&s-stoploss_risk": 0.6763383735185942 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769212495", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ONDO_1769212495" } }, "PENGU/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.415, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.483, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.998, "status": "⚠️ 正样本过多", "balance": "不平衡" }, "&-optimal_trailing_stop": { "mean": 0.0097, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.612, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "PENGU/USDT", "labels_mean": { "&s-entry_signal": 0.41540662035145076, "&s-exit_signal": 0.48304045770331017, "&s-future_volatility": 0.9975480179812015, "&-optimal_trailing_stop": 0.009720207554481025, "&s-stoploss_risk": 0.6121781773600327 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1768808170", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PENGU_1768808170" } }, "PEPE/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.548, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.452, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.448, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0085, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.807, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "PEPE/USDT", "labels_mean": { "&s-entry_signal": 0.5483146067415731, "&s-exit_signal": 0.4522982635342186, "&s-future_volatility": 0.4484167517875383, "&-optimal_trailing_stop": 0.008477423184397342, "&s-stoploss_risk": 0.8069458631256384 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769277339", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PEPE_1769277339" } }, "PI/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.354, "status": "✓ 可接受", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.407, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.593, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0046, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.312, "status": "⚠️ 正样本过少", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "PI/USDT", "labels_mean": { "&s-entry_signal": 0.3539027380465877, "&s-exit_signal": 0.40743767879035553, "&s-future_volatility": 0.5925623212096445, "&-optimal_trailing_stop": 0.004577066853276197, "&s-stoploss_risk": 0.311606048222313 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769274563", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PI_1769274563" } }, "POL/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.41, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.423, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.442, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.009, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.829, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "POL/USDT", "labels_mean": { "&s-entry_signal": 0.409805924412666, "&s-exit_signal": 0.42349336057201226, "&s-future_volatility": 0.44187946884576096, "&-optimal_trailing_stop": 0.008952026474148623, "&s-stoploss_risk": 0.8294177732379979 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769212176", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-POL_1769212176" } }, "PUMP/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.566, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.535, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.471, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0133, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 1.104, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "PUMP/USDT", "labels_mean": { "&s-entry_signal": 0.5656792645556691, "&s-exit_signal": 0.5346271705822268, "&s-future_volatility": 0.4710929519918284, "&-optimal_trailing_stop": 0.013326165110528617, "&s-stoploss_risk": 1.1039836567926455 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769037434", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-PUMP_1769037434" } }, "SAFE/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.553, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.563, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.399, "status": "✓ 可接受", "balance": "不平衡" }, "&-optimal_trailing_stop": { "mean": 0.0139, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 1.096, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "SAFE/USDT", "labels_mean": { "&s-entry_signal": 0.5525562372188139, "&s-exit_signal": 0.5625766871165644, "&s-future_volatility": 0.39918200408997956, "&-optimal_trailing_stop": 0.013861888356212536, "&s-stoploss_risk": 1.0959100204498977 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769208317", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SAFE_1769208317" } }, "SAND/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.613, "status": "✓ 可接受", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.534, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.41, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0116, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.941, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "SAND/USDT", "labels_mean": { "&s-entry_signal": 0.6134831460674157, "&s-exit_signal": 0.5338100102145046, "&s-future_volatility": 0.409805924412666, "&-optimal_trailing_stop": 0.011559901275947035, "&s-stoploss_risk": 0.9409601634320736 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769208831", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SAND_1769208831" } }, "SHIB/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.547, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.437, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.477, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0059, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.518, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "SHIB/USDT", "labels_mean": { "&s-entry_signal": 0.5467919901920719, "&s-exit_signal": 0.4372701266857376, "&s-future_volatility": 0.47691050265631385, "&-optimal_trailing_stop": 0.005932939142822568, "&s-stoploss_risk": 0.518389865140989 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769277477", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SHIB_1769277477" } }, "SKY/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.406, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.399, "status": "✓ 可接受", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.402, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0055, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.488, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "SKY/USDT", "labels_mean": { "&s-entry_signal": 0.4064489628260423, "&s-exit_signal": 0.39926062846580407, "&s-future_volatility": 0.4017252002464572, "&-optimal_trailing_stop": 0.005485798723241254, "&s-stoploss_risk": 0.4875744506058739 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769208131", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SKY_1769208131" } }, "SNX/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.41, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.416, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.366, "status": "✓ 可接受", "balance": "不平衡" }, "&-optimal_trailing_stop": { "mean": 0.008, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.473, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "SNX/USDT", "labels_mean": { "&s-entry_signal": 0.4095411360420457, "&s-exit_signal": 0.41580756013745707, "&s-future_volatility": 0.36587831008692134, "&-optimal_trailing_stop": 0.007954790642541959, "&s-stoploss_risk": 0.4728118051344249 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1768779269", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SNX_1768779269" } }, "SOL/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.469, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.515, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.485, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0052, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.378, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "SOL/USDT", "labels_mean": { "&s-entry_signal": 0.46905005107252296, "&s-exit_signal": 0.5148110316649642, "&s-future_volatility": 0.4849846782431052, "&-optimal_trailing_stop": 0.005191199754494772, "&s-stoploss_risk": 0.37793667007150156 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769277892", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SOL_1769277892" } }, "STETH/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.426, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.409, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.401, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0035, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.27, "status": "⚠️ 正样本过少", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "STETH/USDT", "labels_mean": { "&s-entry_signal": 0.4258434118395926, "&s-exit_signal": 0.4092934436664545, "&s-future_volatility": 0.4007001909611712, "&-optimal_trailing_stop": 0.0034995409576675197, "&s-stoploss_risk": 0.2698917886696372 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769035366", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-STETH_1769035366" } }, "STRK/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.393, "status": "✓ 可接受", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.408, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.414, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.008, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.709, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "STRK/USDT", "labels_mean": { "&s-entry_signal": 0.39272578667756436, "&s-exit_signal": 0.408255006129955, "&s-future_volatility": 0.4143849611769514, "&-optimal_trailing_stop": 0.00799217165396551, "&s-stoploss_risk": 0.7088271352676747 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769273302", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-STRK_1769273302" } }, "SUI/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.41, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.523, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.471, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0073, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.628, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "SUI/USDT", "labels_mean": { "&s-entry_signal": 0.4100102145045965, "&s-exit_signal": 0.5231869254341165, "&s-future_volatility": 0.4710929519918284, "&-optimal_trailing_stop": 0.007308914498340753, "&s-stoploss_risk": 0.6281920326864147 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769279179", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-SUI_1769279179" } }, "TON/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.543, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.561, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.409, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0059, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.519, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "TON/USDT", "labels_mean": { "&s-entry_signal": 0.54341164453524, "&s-exit_signal": 0.5609805924412666, "&s-future_volatility": 0.40898876404494383, "&-optimal_trailing_stop": 0.005885006919708844, "&s-stoploss_risk": 0.5191011235955056 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769278057", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TON_1769278057" } }, "TRB/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.589, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.59, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.401, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0065, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.646, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "TRB/USDT", "labels_mean": { "&s-entry_signal": 0.5886831275720165, "&s-exit_signal": 0.5895061728395061, "&s-future_volatility": 0.4006172839506173, "&-optimal_trailing_stop": 0.006504318544994177, "&s-stoploss_risk": 0.6462962962962963 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769278198", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRB_1769278198" } }, "TRUMP/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.452, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.477, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.404, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0048, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.365, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "TRUMP/USDT", "labels_mean": { "&s-entry_signal": 0.4523906824683286, "&s-exit_signal": 0.476706170821414, "&s-future_volatility": 0.40375970576215775, "&-optimal_trailing_stop": 0.004801221988920261, "&s-stoploss_risk": 0.36493665713118106 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769278341", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRUMP_1769278341" } }, "TRX/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.421, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.34, "status": "⚠️ 正样本过少", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.414, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0035, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.182, "status": "⚠️ 正样本过少", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "TRX/USDT", "labels_mean": { "&s-entry_signal": 0.4212461695607763, "&s-exit_signal": 0.34014300306435136, "&s-future_volatility": 0.4138917262512768, "&-optimal_trailing_stop": 0.003454971778131723, "&s-stoploss_risk": 0.1822267620020429 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769278484", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-TRX_1769278484" } }, "UNI/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.574, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.471, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.403, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0061, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.544, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "UNI/USDT", "labels_mean": { "&s-entry_signal": 0.5743767879035554, "&s-exit_signal": 0.47078054760931753, "&s-future_volatility": 0.403351042092358, "&-optimal_trailing_stop": 0.006131695758845901, "&s-stoploss_risk": 0.5439313445034737 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769278627", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-UNI_1769278627" } }, "USD1/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.0, "status": "⚠️ 正样本过少", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.0, "status": "⚠️ 正样本过少", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.395, "status": "✓ 可接受", "balance": "不平衡" }, "&-optimal_trailing_stop": { "mean": 0.002, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.0, "status": "⚠️ 正样本过少", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "USD1/USDT", "labels_mean": { "&s-entry_signal": 0.0, "&s-exit_signal": 0.0, "&s-future_volatility": 0.3951367781155015, "&-optimal_trailing_stop": 0.002029635258358663, "&s-stoploss_risk": 0.0 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769273177", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-USD1_1769273177" } }, "USDG/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.0, "status": "⚠️ 正样本过少", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.0, "status": "⚠️ 正样本过少", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.522, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.002, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.0, "status": "⚠️ 正样本过少", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "USDG/USDT", "labels_mean": { "&s-entry_signal": 0.0, "&s-exit_signal": 0.0, "&s-future_volatility": 0.5218579234972678, "&-optimal_trailing_stop": 0.002030054644808743, "&s-stoploss_risk": 0.0 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769277663", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-USDG_1769277663" } }, "WLD/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.453, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.621, "status": "✓ 可接受", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.597, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0073, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.679, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "WLD/USDT", "labels_mean": { "&s-entry_signal": 0.4529111338100102, "&s-exit_signal": 0.6208375893769152, "&s-future_volatility": 0.5967313585291113, "&-optimal_trailing_stop": 0.007310886778954029, "&s-stoploss_risk": 0.6794688457609805 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769274354", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLD_1769274354" } }, "WLFI/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.578, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.599, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.6, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0074, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.632, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "WLFI/USDT", "labels_mean": { "&s-entry_signal": 0.5779366700715015, "&s-exit_signal": 0.5989785495403472, "&s-future_volatility": 0.599591419816139, "&-optimal_trailing_stop": 0.007422019854621627, "&s-stoploss_risk": 0.6322778345250255 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769278809", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-WLFI_1769278809" } }, "XAUT/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.211, "status": "⚠️ 正样本过少", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.161, "status": "⚠️ 正样本过少", "balance": "不平衡" }, "&s-future_volatility": { "mean": 0.597, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0028, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.059, "status": "⚠️ 正样本过少", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "XAUT/USDT", "labels_mean": { "&s-entry_signal": 0.21144024514811033, "&s-exit_signal": 0.16118488253319713, "&s-future_volatility": 0.5971399387129724, "&-optimal_trailing_stop": 0.002751772569999582, "&s-stoploss_risk": 0.05863125638406537 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769279001", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XAUT_1769279001" } }, "XLM/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.587, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.483, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.467, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0062, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.508, "status": "✅ 理想", "balance": "平衡" } }, "metrics": {}, "raw_data": { "pair": "XLM/USDT", "labels_mean": { "&s-entry_signal": 0.586636697997548, "&s-exit_signal": 0.4834491213731099, "&s-future_volatility": 0.4668982427462199, "&-optimal_trailing_stop": 0.00617429995695631, "&s-stoploss_risk": 0.5077646097261953 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769277726", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XLM_1769277726" } }, "XPL/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.397, "status": "✓ 可接受", "balance": "不平衡" }, "&s-exit_signal": { "mean": 0.464, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.405, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0097, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.905, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "XPL/USDT", "labels_mean": { "&s-entry_signal": 0.39673135852911134, "&s-exit_signal": 0.4639427987742594, "&s-future_volatility": 0.404902962206333, "&-optimal_trailing_stop": 0.009668953521252579, "&s-stoploss_risk": 0.9045965270684372 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769273004", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XPL_1769273004" } }, "XRP/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.469, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.55, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.454, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0052, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.375, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "XRP/USDT", "labels_mean": { "&s-entry_signal": 0.46853289742541887, "&s-exit_signal": 0.5498569677155701, "&s-future_volatility": 0.4544340008173273, "&-optimal_trailing_stop": 0.005201796571843216, "&s-stoploss_risk": 0.3753575807110748 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769272028", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XRP_1769272028" } }, "XTZ/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.423, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.415, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.403, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.008, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.733, "status": "⚠️ 正样本过多", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "XTZ/USDT", "labels_mean": { "&s-entry_signal": 0.4229038854805726, "&s-exit_signal": 0.41451942740286296, "&s-future_volatility": 0.4026584867075665, "&-optimal_trailing_stop": 0.008036144489850424, "&s-stoploss_risk": 0.7331288343558282 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1769121762", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-XTZ_1769121762" } }, "ZRO/USDT": { "status": "trained", "labels_analysis": { "&s-entry_signal": { "mean": 0.433, "status": "✅ 理想", "balance": "平衡" }, "&s-exit_signal": { "mean": 0.468, "status": "✅ 理想", "balance": "平衡" }, "&s-future_volatility": { "mean": 0.407, "status": "✅ 理想", "balance": "平衡" }, "&-optimal_trailing_stop": { "mean": 0.0072, "status": "回归标签", "type": "continuous" }, "&s-stoploss_risk": { "mean": 0.602, "status": "✓ 可接受", "balance": "不平衡" } }, "metrics": {}, "raw_data": { "pair": "ZRO/USDT", "labels_mean": { "&s-entry_signal": 0.43268641470888664, "&s-exit_signal": 0.4676200204290092, "&s-future_volatility": 0.4071501532175689, "&-optimal_trailing_stop": 0.0071845199961900735, "&s-stoploss_risk": 0.6024514811031665 }, "train_score": null, "test_score": null, "train_size": null, "test_size": null, "last_train_timestamp": "1768953198", "model_path": "/home/ubuntu/freqtrade/user_data/models/liveInstance/sub-train-ZRO_1768953198" } } }, "es_sync": { "total_checked": 115, "already_exists": 112, "newly_added": 3, "failed": 0, "details": [ { "pair": "SUI/USDT", "timestamp": 1769279179, "datetime": "2026-01-24T18:26:19", "index": "2026.01", "action": "added" }, { "pair": "WLFI/USDT", "timestamp": 1769278809, "datetime": "2026-01-24T18:20:09", "index": "2026.01", "action": "added" }, { "pair": "XAUT/USDT", "timestamp": 1769279001, "datetime": "2026-01-24T18:23:21", "index": "2026.01", "action": "added" } ] } }